Publications

Papers, preprints, and academic work.

April 1, 2026
MOMENTA: Mixture-of-Experts Over Multimodal Embeddings with Neural Temporal Aggregation for Misinformation Detection
arXiv preprint · 2026
Y. Abdollahinejad, A. Mousavi, N. Hassan, K. Shu, N. Japkowicz, S. Khosravi, A. Karami
- misinformation
- multimodal
- mixture-of-experts
- temporal modeling
March 1, 2026
EMO-CARE: EEG Multi-Scale Temporal Modeling with Channel-Aware Feature Attention for Robust Subject-Independent Emotion Recognition
IEEE Open Journal of the Computer Society · 2026
Y. Abdollahinejad, A. Mousavi, P. Siaplaouras, Z. Boukouvalas, R. Corizzo
- EEG
- emotion recognition
- deep learning
- attention
February 1, 2026
Systematic Literature Review of Machine Learning Methods for Emotion Recognition Using EEG and Physiological Signals in Healthcare
IEEE Access · Vol. 14, pp. 71196–71216 · 2026
Y. Abdollahinejad, S. M. Reza, B. Ashwini, A. Mousavi
- EEG
- emotion recognition
- review
- healthcare
- XAI
August 1, 2025
E-CaTCH: Event-Centric Cross-Modal Attention with Temporal Consistency and Class-Imbalance Handling for Misinformation Detection
arXiv preprint · 2025
A. Mousavi, Y. Abdollahinejad, R. Corizzo, N. Japkowicz, Z. Boukouvalas
- misinformation
- multimodal
- attention
- temporal modeling
December 1, 2024
Enhancing Early Diagnosis of Autism Spectrum Disorder Using Multimodal Data and Explainable AI Models
IEEE International Conference on Big Data (BigData) · pp. 8598–8600 · 2024
Y. Abdollahinejad, M. F. Kabir
- autism
- multimodal
- explainable AI
- healthcare

Publications

MOMENTA: Mixture-of-Experts Over Multimodal Embeddings with Neural Temporal Aggregation for Misinformation Detection

EMO-CARE: EEG Multi-Scale Temporal Modeling with Channel-Aware Feature Attention for Robust Subject-Independent Emotion Recognition

Systematic Literature Review of Machine Learning Methods for Emotion Recognition Using EEG and Physiological Signals in Healthcare

E-CaTCH: Event-Centric Cross-Modal Attention with Temporal Consistency and Class-Imbalance Handling for Misinformation Detection

Enhancing Early Diagnosis of Autism Spectrum Disorder Using Multimodal Data and Explainable AI Models